Deep Learning Geometry in space

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https://arxiv.org/pdf/1611.08097.pdf

https://arxiv.org/pdf/1806.03751.pdf

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https://www.reddit.com/r/MachineLearning/comments/8zjnuu/r_a_new_theory_to_analyze_neural_manifolds_in/

https://www.reddit.com/r/MachineLearning/comments/977lmp/r_tdls_principles_of_riemannian_geometry_in/

https://www.techleer.com/articles/546-tdls-principles-of-riemannian-geometry-in-neural-networks/

http://www.danielwagenaar.net/papers/98-Wage2.pdf

http://www.yann-ollivier.org/rech/publs/gradnn.pdf